Results 171 to 180 of about 533,476 (267)

IRGL-RRI: interpretable graph representation learning for plant RNA-RNA interaction discovery. [PDF]

Front Plant Sci
Liao Q, Liu X, Zhao W, Tong Y, Xu F, Liu X, Chen Y.   +6 more
europepmc   +1 more source

Divergent Responses of Bacterial Communities to Permafrost Degradation and Their Associations With Carbon Across Vertical Profiles

Advanced Science, EarlyView.
Bacterial α‐diversity decreases, but stochasticity and community stability increase across the 15 m‐depth vertical profiles and along the degraded gradient within the active layer. The abundance and interaction of core taxa mainly control community stability in the active and permafrost layers, respectively.
Shengyun Chen, Yuzheng Gu, Ali Bahadur, Enyan Liu, Tonghua Wu, Xiaofan Zhu, Yuanqiang Zou, Hewei Liang, Peijie Wei, Linwei Wu, Qingbai Wu, Peizhi Yang, Hongyan Yu, Yunfeng Yang   +13 more
wiley   +1 more source

MultiGATE: integrative analysis and regulatory inference in spatial multi-omics data via graph representation learning. [PDF]

Nat Commun
Miao J, Li J, Xin J, Tu J, Ge M, Qi J, Zhou X, Zhu Y, Yang C, Lin Z.   +9 more
europepmc   +1 more source

All-optical graph representation learning using integrated diffractive photonic computing units. [PDF]

Sci Adv, 2022
Yan T, Yang R, Zheng Z, Lin X, Xiong H, Dai Q.   +5 more
europepmc   +1 more source

Integrated Single‐Cell and Spatial Transcriptomics Reveal Cell‐Type‐Specific Immune Regulatory Networks in Maize Responding to Southern Corn Rust

Advanced Science, EarlyView.
By integrating single‐nuclei and spatial transcriptomics, this study presents a stereoscopic landscape of maize leaf to Puccinia polysora infection. Epidermal and mesophyll cells initiate primary defenses via RLPs/RLKs and jasmonic acid signaling. Cell‐cell communication analyses further reveal the underlying the dynamics of the underlying immune ...
Qiongqiong Wang, Xinyan Sun, Yingchao Sun, Zeqiang Cheng, Zixiang Cheng, Shengbo Han, Ying Feng, Wenbo Yang, Huimin Li, Meichen Zhu, Xiaoling Wu, Jinghua Zhang, Jihua Tang, Honglian Li, Yanyong Cao, Canxing Duan, Yan Shi   +16 more
wiley   +1 more source

AGRL-DSE: Adaptive Graph Representation Learning on a Heterogeneous Graph for Drug Side Effect Prediction. [PDF]

ACS Omega
Tan H, Ji X, Xu CZ, Zhao X, Hou J, Liu M, Ren Y.   +6 more
europepmc   +1 more source

Multi-Scale Graph Representation Learning for Autism Identification With Functional MRI. [PDF]

Front Neuroinform, 2021
Chu Y, Wang G, Cao L, Qiao L, Liu M.
europepmc   +1 more source

Hierarchical Summary Statistics Encoding Across Primary Visual and Posterior Parietal Cortices

Advanced Science, EarlyView.
This study shows that mouse V1 simultaneously encodes the ensemble mean and variance of motion, providing a robust summary‐statistic representation that persists despite single‐neuron variability. These signals propagate to PPC, where they are transformed into abstract category representations during decision making.
Young‐Beom Lee, Oliver James, Gaeun Jung, Doyun Lee, Yee‐Joon Kim   +4 more
wiley   +1 more source

Decoding potential lncRNA and disease associations through graph representation learning and gradient boosting with histogram. [PDF]

Sci Rep
Tang L, Liu L, Jiang Y, Yuan Y.
europepmc   +1 more source

Time-varying graph representation learning via higher-order skip-gram with negative sampling. [PDF]

EPJ Data Sci, 2022
Piaggesi S, Panisson A.
europepmc   +1 more source